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Applied_Machine_Learning

This repository contains my coursework submissions for the 'Applied Machine Learning' course.

CW1 Topics:

  • Linear and Non-Linear Regression
  • Decision Trees
  • Evaluation of classifiers

CW2 Topics:

  • Principal Component Analysis
  • Logistic Regression
  • Support Vector Machines
  • Gaussian Mixture Models
  • K-means and Hierarchical clustering